1
|
Rodriguez VJ, Basurto KS, Finley JCA, Liu Q, Khalid E, Halliburton AM, Tse PKY, Resch ZJ, Soble JR, Ulrich DM. Multidimensional ADHD Symptom Profiles: Associations with Adverse Childhood Experiences. Arch Clin Neuropsychol 2024:acae050. [PMID: 38916192 DOI: 10.1093/arclin/acae050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 05/14/2024] [Accepted: 06/10/2024] [Indexed: 06/26/2024] Open
Abstract
OBJECTIVE Adverse childhood experiences (ACEs) are associated with a range of negative health outcomes, including attention-deficit/hyperactivity disorder (ADHD) and neurocognitive deficits. This study identified symptom profiles in adult patients undergoing neuropsychological evaluations for ADHD and examined the association between these profiles and ACEs. METHODS Utilizing unsupervised machine learning models, the study analyzed data from 208 adult patients. RESULTS The Gaussian Mixture Model revealed two distinct symptom profiles: "Severely Impaired" and "Moderately Impaired". The "Severely Impaired" profile, 23.6% of the sample, was characterized by more severe ADHD symptomatology in childhood and worse neurocognitive performance. The "Moderately Impaired" profile, 76.4% of the sample, had scores in the average range for self-reported internalizing and externalizing psychopathology and better neurocognitive performance. There was a greater number of ACEs reported by patients in the Severely Impaired profile than the Moderately Impaired profile (p = .022). Specifically, using an ACEs cutoff of ≥4, 53.1% of patients in the Severely Impaired profile reported four or more ACEs, compared with 34.6% in the Moderately Impaired profile (p = .020). Profiles were not related to clinician-ascribed diagnosis. CONCLUSIONS Findings underscore the association between ACEs and worse symptom profiles marked by impaired neurocognitive function, increased internalizing and externalizing psychopathology, and heightened perceived stress in adults with ADHD. Future research may explore the effect of ACEs on symptom profiles in diverse populations and potential moderators or mediators of these associations. Findings offers valuable insights for clinicians in their assessment and treatment planning.
Collapse
Affiliation(s)
| | - Karen S Basurto
- Department of Psychiatry, University of Illinois, Chicago, IL, USA
| | - John-Christopher A Finley
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Qimin Liu
- Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA
| | - Elmma Khalid
- Department of Psychiatry, University of Illinois, Chicago, IL, USA
| | | | | | - Zachary J Resch
- Department of Psychiatry, University of Illinois, Chicago, IL, USA
| | - Jason R Soble
- Department of Psychiatry, University of Illinois, Chicago, IL, USA
| | - Devin M Ulrich
- Department of Psychiatry, University of Illinois, Chicago, IL, USA
| |
Collapse
|
2
|
Csibra B, Reicher V, Csepregi M, Kristóf K, Gácsi M. Towards an Objective Measurement Tool for ADHD-like Traits in Family Dogs: A Comprehensive Test Battery. Animals (Basel) 2024; 14:1841. [PMID: 38997953 PMCID: PMC11240718 DOI: 10.3390/ani14131841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 06/17/2024] [Accepted: 06/19/2024] [Indexed: 07/14/2024] Open
Abstract
Family dogs exhibit neuropsychological deficits similar to attention-deficit/hyperactivity disorder (ADHD) symptoms in humans. Questionnaire methods have mostly been used to assess ADHD-like behaviours in dogs. In addition to our validated questionnaire (Dog ADHD and Functionality Rating Scale-DAFRS; 2024), we developed a simple behavioural test battery covering the ADHD symptom domains (i.e., inattention, hyperactivity, and impulsivity) in dogs. Our main aim was (i) to provide a final external validation step to the DAFRS by examining its associations with the test variables (N = 59); and (ii) to compare owner- and trainer-rated factor scores' associations with the test variables (n = 38). We developed four tests covering the ADHD symptom domains: the attention test (inattention), the plush dog test (impulsivity), the leash test, and the sit test (hyperactivity). All four behavioural variables correlated with their respective questionnaire scores, i.e., the strongest for hyperactivity, and the least strong for inattention. Both owner- and trainer-rated scores (n = 38) correlated with the relevant test variables in an expected direction. Dogs' training status was linked only to the sit test results. Test-retest analyses (n = 34) indicated moderate-to-excellent agreement across all behavioural variables. Our findings support the validity of our novel human-analogue questionnaire for dogs as the behavioural tests strongly correlate with the relevant questionnaire scores, indicating that the two constructs together can effectively assess inattention, hyperactivity, and impulsivity in dogs.
Collapse
Affiliation(s)
- Barbara Csibra
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
| | - Vivien Reicher
- Clinical and Developmental Neuropsychology Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, 1117 Budapest, Hungary
| | - Melitta Csepregi
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- HUN-REN-ELTE Comparative Ethology Research Group, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
| | - Kíra Kristóf
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
| | - Márta Gácsi
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- HUN-REN-ELTE Comparative Ethology Research Group, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
| |
Collapse
|
3
|
Terranova Ap C, Pozzebon F, Cinquetti A, Perilli M, Palumbi S, Favretto Ap D, Viel Ap G, Aprile Ap A. Driving impairment due to psychoactive substances and attention deficit disorder: A pilot study. Heliyon 2024; 10:e24083. [PMID: 38293447 PMCID: PMC10825441 DOI: 10.1016/j.heliyon.2024.e24083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 12/19/2023] [Accepted: 01/03/2024] [Indexed: 02/01/2024] Open
Abstract
Objective Attention disorder and substance use disorder are linked to driving impairment and increased road crash involvement. This study explores attention deficits in a population of drivers found driving under the influence (DUI) of psychoactive substances. Methods A case-control study was conducted comparing subjects with a previous DUI episode (cases) to subjects who were negative for DUI offenses (controls). Personal, socio-demographic, and DUI data were collected for both groups. All subjects were administered the Continuous Performance Test-third edition (CPT-3), which measures dimensions of attention, including inattentiveness, impulsivity, sustained attention, and vigilance. Possible associations with a previous DUI episode, the use of illicit substances or excessive alcohol use, and road crash involvement were analyzed statistically. Results Overall, the study included 147 subjects (100 cases, 47 controls). The parameter distributions of detectability, probability of ADHD, and inattentiveness indicated statistical differences between the two groups. No attention deficits predicted substance use disorder or excessive alcohol consumption. Inattentiveness was an independent risk factor for previous road collision involvement. Conclusions The results suggest that alterations exist in some attention dimensions in a population of DUI subjects who were users of alcohol or other psychoactive substances and involved in road traffic crashes. The CPT-3 had successfully distinguished between the two study groups, and after validation, it could be useful in the process of reinstating a driver's license. Future research should expand the study sample to better understand the relevance of the proposed methodological approach in terms of prevention, rehabilitation, and the monitoring of subjects evaluated for driving eligibility requirements.
Collapse
Affiliation(s)
- Claudio Terranova Ap
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| | - Francesco Pozzebon
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| | - Alessandro Cinquetti
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| | - Matteo Perilli
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| | - Stefano Palumbi
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| | - Donata Favretto Ap
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| | - Guido Viel Ap
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| | - Anna Aprile Ap
- Legal Medicine and Toxicology, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Via G. Falloppio n.50, Padova, 35121, Italy
| |
Collapse
|
4
|
Agha SS, Riglin L, Carbury R, Blakey R, Shakeshaft A, Thapar AK, Tilling K, Collishaw S, Stergiakouli E, Thapar A, Langley K. Young Adult ADHD Symptoms in the General Population and Neurocognitive Impairment. J Atten Disord 2024; 28:89-98. [PMID: 37864348 PMCID: PMC10676027 DOI: 10.1177/10870547231201870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2023]
Abstract
OBJECTIVE Neurocognitive impairments are associated with child and adult ADHD in clinical settings. However, it is unknown whether adult ADHD symptoms in the general population are associated with the same pattern of cognitive impairment. We examined this using a prospective, population-based cohort spanning birth to age 25 years. METHODS We examined associations between self-reported adult ADHD symptoms and cognitive task performance (attention and response inhibition) in adulthood and childhood. RESULTS Self-rated ADHD symptoms at age 25 were associated with poorer performance in age 25 cognitive tasks capturing ADHD-related functioning (attention B = -0.03, 95% CI [0.05, -0.01], p = .005; response inhibition B = -0.03, 95% CI [-0.05, -0.01], p = .002). CONCLUSIONS Neurocognitive impairments linked to adult ADHD symptoms in the general population, are similar to those found in people with childhood ADHD symptoms and are consistent with findings in adult ADHD clinical samples.
Collapse
Affiliation(s)
- Sharifah Shameem Agha
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Cwm Taf Morgannwg University Health Board, Wales, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Lucy Riglin
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Rhian Carbury
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
| | - Rachel Blakey
- MRC Integrative Epidemiology Unit, University of Bristol, UK
| | - Amy Shakeshaft
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Ajay K. Thapar
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Kate Tilling
- MRC Integrative Epidemiology Unit, University of Bristol, UK
| | - Stephan Collishaw
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | | | - Anita Thapar
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- Wolfson Centre for Young People’s Mental Health, Cardiff University, UK
| | - Kate Langley
- Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, UK
- School of Psychology, Cardiff University, UK
| |
Collapse
|
5
|
Schachar RJ. Fifty years of executive control research in attention-deficit/hyperactivity disorder:What we have learned and still need to know. Neurosci Biobehav Rev 2023; 155:105461. [PMID: 37949153 DOI: 10.1016/j.neubiorev.2023.105461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 11/02/2023] [Accepted: 11/03/2023] [Indexed: 11/12/2023]
Abstract
For 50 years, attention-deficit/hyperactivity disorder (ADHD) has been considered a disorder of executive control (EC), the higher-order, cognitive skills that support self-regulation, goal attainment and what we generally call "attention." This review surveys our current understanding of the nature of EC as it pertains to ADHD and considers the evidence in support of eight hypotheses that can be derived from the EC theory of ADHD. This paper provides a resource for practitioners to aid in clinical decision-making. To support theory building, I draw a parallel between the EC theory of ADHD and the common gene-common variant model of complex traits such as ADHD. The conclusion offers strategies for advancing collaborative research.
Collapse
Affiliation(s)
- Russell J Schachar
- Department of Psychiatry, The Hospital for Sick Children and University of Toronto, Research Institute, The Hospital for Sick Children, 555 University Avenue, Toronto, Ontario M5G1X8, Canada.
| |
Collapse
|
6
|
Li Y, Chen J, Zheng X, Liu J, Peng C, Liao Y. Functional Near-Infrared Spectroscopy Evidence of Prefrontal Regulation of Cognitive Flexibility in Adults With ADHD. J Atten Disord 2023; 27:1196-1206. [PMID: 36799464 DOI: 10.1177/10870547231154902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/18/2023]
Abstract
BACKGROUND Executive function (EF) deficit is considered to be a core cognitive deficit in ADHD. The current study combined functional near-infrared spectroscopy (fNIRS) and numerical switching tasks to investigate the cognitive flexibility of adult ADHD as an important part of EF. MATERIAL AND METHODS The Wender Utah Rating Scale and the adult ADHD self-rating scale were respectively used to assess ADHD symptoms in childhood and adulthood. A 22 adults with ADHD and 24 healthy controls (HCs) participated in the large/small and odd/even switching tasks. RESULTS Behavioral results were indicative of the ADHD switch costs being lower than the HCs. The fNIRS results also showed that ADHD's frontal eye field was over-activated both in magnitude and switched judgment tasks. The dorsolateral prefrontal cortex was also over-activated in magnitude judgment tasks. CONCLUSION These results revealed that adults with ADHD's cognitive flexibility performed better than the HCs, which result is different from mainstream ideas that EF is a core deficit in ADHD.
Collapse
Affiliation(s)
- Yaojin Li
- Huazhong University of Science and Technology, Hubei, China
| | - Jianwen Chen
- Huazhong University of Science and Technology, Hubei, China
| | - Xintong Zheng
- Huazhong University of Science and Technology, Hubei, China
| | | | - Cong Peng
- Huazhong University of Science and Technology, Hubei, China
| | - Youguo Liao
- Huazhong University of Science and Technology, Hubei, China
| |
Collapse
|
7
|
Phillips MS, Bing-Canar H, Shields AN, Cerny B, Chang F, Wisinger AM, Leib SI, Ovsiew GP, Resch ZJ, Jennette KJ, Soble JR. Assessment of learning and memory impairments in adults with predominately inattentive versus combined presentation attention-deficit/hyperactivity disorder. APPLIED NEUROPSYCHOLOGY. ADULT 2023:1-10. [PMID: 36697387 DOI: 10.1080/23279095.2023.2169887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
This cross-sectional study compared adults diagnosed with Attention-Deficit/Hyperactivity Disorder-Inattentive (ADHD-I) and ADHD-Combined (ADHD-C) presentations with a non-ADHD group on verbal and visual learning and delayed recall using the Rey Auditory Verbal Learning Test (RAVLT) and Brief Visuospatial Memory Test-Revised (BVMT-R), respectively. Data from 380 predominately college student adult outpatients were used, with 155 who met criteria for ADHD-I, 165 who met criteria for ADHD-C, and 60 who did not meet criteria for ADHD but were diagnosed with a primary depressive or anxiety disorder or received no diagnosis. Each patient was administered the RAVLT and BVMT-R as part of a comprehensive neuropsychological evaluation. Significant main effects of study group were found, such that patients with ADHD-C demonstrated worse learning and delayed recall of both verbal and visual information than patients with ADHD-I and the non-ADHD group. Patients with ADHD-I performed comparably to the non-ADHD group, apart from visual learning and delayed recall. Notably, more patients in the ADHD groups had possible or probable learning and memory impairment compared to the non-ADHD group. Findings were consistent with previous research indicating that those with ADHD exhibit poorer verbal and visual learning and delayed recall than those without ADHD.
Collapse
Affiliation(s)
- Matthew S Phillips
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Hanaan Bing-Canar
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Allison N Shields
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Brian Cerny
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Fini Chang
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Amanda M Wisinger
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Sophie I Leib
- Psychology Department, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Gabriel P Ovsiew
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Zachary J Resch
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Kyle J Jennette
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
| | - Jason R Soble
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL, USA
- Department of Neurology and Rehabiliation, University of Illinois College of Medicine, Chicago, IL, USA
| |
Collapse
|
8
|
Pipe A, Ravindran N, Paric A, Patterson B, Van Ameringen M, Ravindran AV. Treatments for child and adolescent attention deficit hyperactivity disorder in low and middle-income countries: A narrative review. Asian J Psychiatr 2022; 76:103232. [PMID: 35987096 DOI: 10.1016/j.ajp.2022.103232] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 07/18/2022] [Accepted: 08/08/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder that affects approximately 2-7 % of children globally and is associated with a myriad of difficulties that have long-term consequences. Most children and adolescents live in low- and middle-income countries (LMICs), but there are few reports and no consolidation of findings on ADHD treatment outcomes in this population. We conducted a review of ADHD treatment literature for children and adolescents living in LMICs. METHODS Studies were identified using databases (PsychoINFO, Pubmed, MEDLINER, EMBASE, Global Health, Academic Search Complete, Google Scholar). The initial search produced 139 articles. These were filtered for language, title, abstract, and full-text keyword identification to yield a final 20 articles to be included in this review. RESULTS Reports on outcomes of both psychological and pharmacological treatment were relatively sparse, particularly the former, which mostly referred to parent training and multimodal programs in pre-school children. Most evidence exists for the benefit of methylphenidate-IR with a few reports on other agents, including clonidine, atomoxetine, and lisdexamfetamine. Methylphenidate is the most common agent to treat ADHD in youth in LMICs. Younger age, combined subtype, and comorbid oppositional defiant disorder were associated with poorer treatment outcome. CONCLUSION Access to treatment for ADHD is overall limited in LMICs and varied among individual countries. Pharmacological treatments were generally more available than psychological interventions. Several barriers including stigma, cost, and lack of resources were reported to impact treatment acceptance. More research in LMICs is needed to improve and expand mental health services in these regions.
Collapse
Affiliation(s)
- Amy Pipe
- Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario N6A 5C1, Canada.
| | - Nisha Ravindran
- Centre for Addiction and Mental Health, 100 Stokes Street, Toronto, Ontario, M6J 1H4 Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8 Canada.
| | - Angela Paric
- Centre for Addiction and Mental Health, 100 Stokes Street, Toronto, Ontario, M6J 1H4 Canada.
| | - Beth Patterson
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, 100 West 5th Street, Hamilton, Ontario, L8N 3K7 Canada; MacAnxiety Research Centre, McMaster University, 1057 Main Street West, Hamilton, Ontario, L8S 1B8 Canada.
| | - Michael Van Ameringen
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, 100 West 5th Street, Hamilton, Ontario, L8N 3K7 Canada.
| | - Arun V Ravindran
- Centre for Addiction and Mental Health, 100 Stokes Street, Toronto, Ontario, M6J 1H4 Canada; Department of Psychiatry, University of Toronto, 250 College Street, Toronto, Ontario, M5T 1R8 Canada.
| |
Collapse
|
9
|
Guo N, Fuermaier ABM, Koerts J, Tucha O, Scherbaum N, Müller BW. Networks of Neuropsychological Functions in the Clinical Evaluation of Adult ADHD. Assessment 2022:10731911221118673. [PMID: 36031877 PMCID: PMC10363951 DOI: 10.1177/10731911221118673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study applied network analysis to explore the relations between neuropsychological functions of individuals in the clinical evaluation of attention-deficit/hyperactivity disorder (ADHD) in adulthood. A total of 319 participants from an outpatient referral context, that is, 173 individuals with ADHD (ADHD group) and 146 individuals without ADHD (n-ADHD group), took part in this study and completed a comprehensive neuropsychological assessment. A denser network with stronger global connectivity was observed in the ADHD group compared to the n-ADHD group. The strongest connections were consistent in both networks, that is, the connections between selective attention and vigilance, and connections between processing speed, fluency, and flexibility. Further centrality estimation revealed attention-related variables to have the highest expected influence in both networks. The observed relationships between neuropsychological functions, and the high centrality of attention, may help identify neuropsychological profiles that are specific to ADHD and optimize neuropsychological assessment and treatment planning of individuals with cognitive impairment.
Collapse
Affiliation(s)
- Nana Guo
- University of Groningen, The Netherlands
| | | | | | - Oliver Tucha
- University of Groningen, The Netherlands.,University Medical Center Rostock, Germany.,Maynooth University, Ireland
| | | | - Bernhard W Müller
- University of Duisburg-Essen, Germany.,University of Wuppertal, Germany
| |
Collapse
|
10
|
Selaskowski B, Staerk C, Braun N, Matthies S, Graf E, Colla M, Jacob C, Sobanski E, Alm B, Roesler M, Retz W, Retz-Junginger P, Kis B, Abdel-Hamid M, Huss M, Jans T, Tebartz van Elst L, Berger M, Lux S, Mayr A, Philipsen A. Multimodal treatment efficacy differs in dependence of core symptom profiles in adult Attention-Deficit/Hyperactivity Disorder: An analysis of the randomized controlled COMPAS trial. J Psychiatr Res 2022; 151:225-234. [PMID: 35500450 DOI: 10.1016/j.jpsychires.2022.03.049] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 03/22/2022] [Accepted: 03/30/2022] [Indexed: 01/26/2023]
Abstract
There is broad consensus that to improve the treatment of adult Attention-Deficit/Hyperactivity Disorder (ADHD), the various therapy options need to be tailored more precisely to the individual patient's needs and specific symptoms. This post-hoc analysis evaluates the multimodal effects of first-line medication (methylphenidate [MPH] vs placebo [PLB]) and psychotherapeutic (group psychotherapy [GPT] vs clinical management [CM]) treatments on the ADHD core symptoms inattention, hyperactivity and impulsivity. For the two-by-two factorial, observer-blinded, multicenter, randomized controlled Comparison of Methylphenidate and Psychotherapy in Adult ADHD Study (COMPAS; ISRCTN54096201), 419 outpatients with ADHD were considered for analysis. ADHD symptoms were assessed by blind observer-rated and patient-rated Conners Adult ADHD Rating Scales before treatment (T1), 13 weeks (T2) and 26 weeks (T3) after T1, at treatment completion after 52 weeks (T4), and at follow-up (130 weeks, T5). MPH was superior to PLB in improving symptoms of inattention at almost all endpoints (observer-rated T2, T3, T4, T5; patient-rated T2, T3, T4), while a significant decrease in hyperactivity and impulsivity was at first found after 6 months of treatment. CM compared to GPT decreased inattention and impulsivity in the early treatment phase only (observer-rated T2, patient-rated T2, T3). In conclusion, while MPH seems to have a direct and sustained effect on inattention, premature medication discontinuation should particularly be avoided in patients with hyperactive-impulsive symptoms. Also, especially in high inattention and/or impulsivity presentations, initial individual patient management might be beneficial. Consequently, considering individual core symptom profiles may enhance the efficacy of treatments in adult ADHD.
Collapse
Affiliation(s)
- Benjamin Selaskowski
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Christian Staerk
- Department of Medical Biometry, Informatics and Epidemiology, Faculty of Medicine, University of Bonn, Bonn, Germany
| | - Niclas Braun
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Swantje Matthies
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Erika Graf
- Institute of Medical Biometry and Statistics, Faculty of Medicine, University Medical Center Freiburg, University of Freiburg, Freiburg, Germany; Clinical Trials Unit, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Michael Colla
- Psychiatric University Hospital Zurich, Department of Psychiatry, Psychotherapy and Psychosomatics, Zurich, Switzerland
| | - Christian Jacob
- Clinic for Psychiatry and Psychotherapy, Medius Clinic, Kirchheim, Germany; Center of Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Würzburg, Würzburg, Germany
| | - Esther Sobanski
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Clinical Faculty Mannheim, University of Heidelberg, Mannheim, Germany; Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Center Mainz, Mainz, Germany
| | - Barbara Alm
- Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Clinical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Michael Roesler
- Institute for Forensic Psychology and Psychiatry, Saarland University Faculty of Medicine, Homburg/Saar, Germany
| | - Wolfgang Retz
- Institute for Forensic Psychology and Psychiatry, Saarland University Faculty of Medicine, Homburg/Saar, Germany; Department of Psychiatry and Psychotherapy, University Medical Center Mainz, Mainz, Germany
| | - Petra Retz-Junginger
- Institute for Forensic Psychology and Psychiatry, Saarland University Faculty of Medicine, Homburg/Saar, Germany
| | - Bernhard Kis
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany; Department of Psychiatry, Psychotherapy and Psychosomatics, St. Elisabeth Hospital Niederwenigern, Contilia Group, Hattingen, Germany; LVR-Hospital Essen, Department of Psychiatry and Psychotherapy, Faculty of Medicine, University of Duisburg-Essen, Essen, Germany
| | - Mona Abdel-Hamid
- Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany
| | - Michael Huss
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Center Mainz, Mainz, Germany
| | - Thomas Jans
- Center of Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Würzburg, Würzburg, Germany
| | - Ludger Tebartz van Elst
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Mathias Berger
- Department of Psychiatry and Psychotherapy, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Silke Lux
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Andreas Mayr
- Department of Medical Biometry, Informatics and Epidemiology, Faculty of Medicine, University of Bonn, Bonn, Germany
| | - Alexandra Philipsen
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany.
| |
Collapse
|
11
|
Callahan BL, Ramakrishnan N, Shammi P, Bierstone D, Taylor R, Ozzoude M, Goubran M, Stuss DT, Black SE. Cognitive and Neuroimaging Profiles of Older Adults With Attention Deficit/Hyperactivity Disorder Presenting to a Memory Clinic. J Atten Disord 2022; 26:1118-1129. [PMID: 34784815 PMCID: PMC9066671 DOI: 10.1177/10870547211060546] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
OBJECTIVE Some features of attention-deficit/hyperactivity disorder (ADHD) may resemble those of mild cognitive impairment (MCI) in older adults, contributing to diagnostic uncertainty in individuals seeking assessment in memory clinics. We systematically compared cognition and brain structure in ADHD and MCI to clarify the extent of overlap and identify potential features unique to each. METHOD Older adults from a Cognitive Neurology clinic (40 ADHD, 29 MCI, 37 controls) underwent neuropsychological assessment. A subsample (n = 80) underwent structural neuroimaging. RESULTS Memory was impaired in both patient groups, but reflected a storage deficit in MCI (supported by relatively smaller hippocampi) and an encoding deficit in ADHD (supported by frontal lobe thinning). Both groups displayed normal executive functioning. Semantic retrieval was uniquely impaired in MCI. CONCLUSION Although ADHD has been proposed as a dementia risk factor or prodrome, we propose it is rather a pathophysiologically-unique phenotypic mimic acting via overlap in memory and executive performance.
Collapse
Affiliation(s)
- Brandy L. Callahan
- University of Calgary, Calgary, AB, Canada
- Hotchkiss Brain Institute, Calgary, AB, Canada
- Brandy Callahan, RPsych. Department of Psychology, Hotchkiss Brain Institute, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada.
| | | | | | - Daniel Bierstone
- University of Toronto, Toronto, ON, Canada
- Children’s Hospital of Eastern Ontario, Ottawa, ON, Canada
| | | | | | | | | | | |
Collapse
|
12
|
Ceyhun HA, Gürbüzer N. New Hematological Parameters as Inflammatory Biomarkers: Systemic Immune Inflammation Index, Platerethritis, and Platelet Distribution Width in Patients with Adult Attention Deficit Hyperactivity Disorder. ADVANCES IN NEURODEVELOPMENTAL DISORDERS 2022; 6:211-223. [PMID: 35573104 PMCID: PMC9091147 DOI: 10.1007/s41252-022-00258-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 04/26/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES The potential role of neuroinflammation in adult attention deficit hyperactivity disorder (ADHD) patients has been investigated with peripheral hemogram-related inflammatory markers. Systemic immune inflammation index (SII) is defined as a new index that has been developed for the balance of inflammatory and immune status. METHODS Our study was based on a prospective routine complete blood count(CBC) analysis of 74 Adult ADHD patients and 70 healthy participants. The DSM-5-Clinician version and Barratt impulsivity scale-11 were used to evaluate the participants. RESULTS There was no statistical difference in the comparison of the SII ratios, platelet distribution width (PDW), and plateretritis (PCT) (p>0.05 for each) in a group of a young adults with ADHD and in a comparison control group. These inflammatory indicators were found to be similar between patients newly diagnosed with ADHD (n=40) and patients using methylphenidate (n=34) (p>0.05 for each). The relationship between ADHD clinical symptoms and severity and inflammation was evaluated. A significant negative correlation was observed between attention deficit scores and PCT (r=-0.301, p=0.009). A positive significant correlation was found between hyperactivity scores and SII (r=0.247, p=0.034). A significant positive correlation was found between Barrat motor scores and PDW(r=241, p=0.038). In the regression analysis, the PCT variable changed the attention deficit variable (β=.33, t(70)= -2.703, p=.009, pr 2= .094) predicted negatively and significantly. CONCLUSIONS We demonstrated the association of SII, which is independently associated with adverse outcomes in many diseases, and the severity of hyperactivity symptoms in adult ADHD. The fact that PCT predicts attention deficit negatively and decisively shows the importance of inflammatory assessments specific to clinical presentations. The critical importance of platelets in inflammatory processes in ADHD has been demonstrated once again with inflammatory markers such as SII, PLT, and PDW, which can be accessed by an easily applicable complete blood count method.
Collapse
Affiliation(s)
- Hacer Akgül Ceyhun
- Department of Psychiatry, Ataturk University School of Medicine, Atatürk University, 25 240 Erzurum, Turkey
| | - Nilifer Gürbüzer
- Department of Psychiatry, Regional Training and Research Hospital, University of Health Sciences, Erzurum, Turkey
| |
Collapse
|
13
|
Scores in Self-Report Questionnaires Assessing Adult ADHD Can Be Influenced by Negative Response Bias but Are Unrelated to Performance on Executive Function and Attention Tests. PSYCHOLOGICAL INJURY & LAW 2022. [DOI: 10.1007/s12207-022-09448-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
AbstractSelf-report questionnaires are in widespread use in the assessment of adults with suspected attention-deficit and hyperactivity disorder (ADHD). Notwithstanding the high degree of validity, these questionnaires are considered to possess, their stand-alone use in assessment for adult ADHD may result in false-positive diagnoses due to the risk of negative response bias. Most of the self-report questionnaires in typical use are based on the diagnostic systems DSM-5 or ICD-10. From a neuropsychological point of view, however, testing of various executive function abilities and attentional performance is important in the assessment of adult ADHD. The present study (N = 211) found no evidence linking executive function (working memory and inhibitory processes) and attentional performance (processing speed) to the results of a self-report questionnaire, the ADHS-LE. The number of failures on the three symptom or performance validity tests (SVT/PVT) used provided the sole, and significant, explanation for the response behavior reported on the ADHS-LE. Of these three SVT/PVTs (the German version of the Structured Inventory of Malingered Symptomatology, SIMS, the reliable digit span, and the standard deviation of simple reaction time), only the SIMS was found to be a significant predictor variable. In the clinical context of this study, 32.6% of subjects produced at least one invalid SVT/PVT result. The use of a more conservative criterion—failure on at least two of the three SVT/PVTs deemed to be feigning ADHD—reduced the proportion of participants generating invalid values to 5%.
Collapse
|
14
|
Callahan BL, Shammi P, Taylor R, Ramakrishnan N, Black SE. Longitudinal Cognitive Performance of Older Adults With ADHD Presenting to a Cognitive Neurology Clinic: A Case Series of Change Up to 21 Years. Front Aging Neurosci 2021; 13:726374. [PMID: 34867269 PMCID: PMC8634492 DOI: 10.3389/fnagi.2021.726374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 10/22/2021] [Indexed: 11/25/2022] Open
Abstract
Background: The neuropsychological features of older adults with ADHD are largely unknown. This retrospective chart review aims to elucidate their cognitive trajectories using a case series of six older adults with ADHD presenting with memory complaints to a cognitive neurology clinic, whom we argue are a particularly relevant group to study due to their potential to mimic neurodegenerative syndromes. Methods: Participants were included if they were age 40 or older at intake, had ADHD based on DSM-5 criteria, and had cognitive data collected prior to 2014 with follow-up at least 5 years later. Results: Five men and one woman were included (M = 53.8 years at intake) and had an average of 135.0 months of follow-up data available. Despite notable between- and within-subject variability, cognition generally improved or remained stable across visits. Two participants experienced notable memory decline, but a global consideration of their performance in other domains suggests these deficits may be frontally-mediated. Conclusion: In this small sample, cognition remained generally unchanged across 5–21 years. Isolated impairments likely reflect substantial intra-individual variability across time and measures.
Collapse
Affiliation(s)
- Brandy L Callahan
- Department of Psychology, University of Calgary, Calgary, AB, Canada.,Hotchkiss Brain Institute, Calgary, AB, Canada
| | - Prathiba Shammi
- Dr. Sandra Black Centre for Brain Resilience, Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Rebecca Taylor
- Dr. Sandra Black Centre for Brain Resilience, Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | | | - Sandra E Black
- Dr. Sandra Black Centre for Brain Resilience, Hurvitz Brain Sciences Research Program, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Medicine (Neurology), Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
15
|
Leib SI, Keezer RD, Cerny BM, Holbrook LR, Gallagher VT, Jennette KJ, Ovsiew GP, Soble JR. Distinct Latent Profiles of Working Memory and Processing Speed in Adults with ADHD. Dev Neuropsychol 2021; 46:574-587. [PMID: 34743616 DOI: 10.1080/87565641.2021.1999454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
This study examined the neuropsychological profile of patients with Attention-Deficit/Hyperactivity Disorder (ADHD) based on Wechsler Adult Intelligence Scale-Fourth Edition (WAIS-IV) working memory and processing speed indices. We aimed to establish whether distinct ADHD subtypes emerge based on neuropsychological testing and determine whether ADHD subgroups differ based on neurocognitive and demographic factors in 179 adult patients with ADHD. Latent Profile Analysis (LPA) revealed four discrete latent subgroups within the sample, each with distinct patterns of working memory and processing speed. Classes significantly differed in demographically predicted IQ, education, and self-reported depression and anxiety. Results reveal heterogeneity in cognitive performance in adult ADHD.
Collapse
Affiliation(s)
- Sophie I Leib
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, Illinois, USA
| | - Richard D Keezer
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Wheaton College, Wheaton, Illinois, USA
| | - Brian M Cerny
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Illinois Institute of Technology, Chicago, Illinois, USA
| | - Lindsey R Holbrook
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, Illinois, USA
| | - Virginia T Gallagher
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA
| | - Kyle J Jennette
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA
| | - Gabriel P Ovsiew
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA
| | - Jason R Soble
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Neurology, University of Illinois College of Medicine, Chicago, Illinois, USA
| |
Collapse
|
16
|
Scimeca LM, Holbrook L, Rhoads T, Cerny BM, Jennette KJ, Resch ZJ, Obolsky MA, Ovsiew GP, Soble JR. Examining Conners Continuous Performance Test-3 (CPT-3) Embedded Performance Validity Indicators in an Adult Clinical Sample Referred for ADHD Evaluation. Dev Neuropsychol 2021; 46:347-359. [PMID: 34256665 DOI: 10.1080/87565641.2021.1951270] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
This study evaluated multiple previously-identified Continuous Performance Test-Third Edition (CPT-3) scores as embedded validity indicators (EVIs) among 201 adults undergoing neuropsychological evaluation for Attention-Deficit/Hyperactivity Disorder (ADHD) divided into valid (n = 169) and invalid (n = 32) groups based on seven criterion measures. Although 6/10 CPT-3 scores accurately detected invalidity, only two reached minimally acceptable classification accuracy of ≥0.70. The remaining four had unacceptably low accuracy (AUCs = 0.62-0.69) with 0.19-0.41 sensitivity at ≥0.90 specificity. Composite scores did not provide better classification accuracy than individual CPT-3 scores. In sum, CPT-3 individual and composite scores generally are not accurate PVTs among adults undergoing clinical evaluation for ADHD.
Collapse
Affiliation(s)
- Lauren M Scimeca
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Illinois Institute of Technology, Chicago, Illinois, USA
| | - Lindsey Holbrook
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, Illinois, USA
| | - Tasha Rhoads
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, Illinois, USA
| | - Brian M Cerny
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Illinois Institute of Technology, Chicago, Illinois, USA
| | - Kyle J Jennette
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA
| | - Zachary J Resch
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, Illinois, USA
| | - Maximillian A Obolsky
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Psychology, Roosevelt University, Chicago, Illinois, USA
| | - Gabriel P Ovsiew
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA
| | - Jason R Soble
- Department of Psychiatry, University of Illinois College of Medicine, Chicago, Illinois, USA.,Department of Neurology, University of Illinois College of Medicine, Chicago, Illinois, USA
| |
Collapse
|
17
|
Abstract
Recent epidemiological evidence indicates that diagnosis of attention-deficit/hyperactivity disorder (ADHD) is associated with increased risk for diseases of the basal ganglia and cerebellum, including Parkinson's disease (PD). The evidence reviewed here indicates that deficits in striatal dopamine are a shared component of the causal chains that produce these disorders. Neuropsychological studies of adult ADHD, prodromal PD, and early-stage PD reveal similar deficits in executive functions, memory, attention, and inhibition that are mediated by similar neural substrates. These and other findings are consistent with the possibility that ADHD may be part of the PD prodrome. The mechanisms that may mediate the association between PD and ADHD include neurotoxic effects of stimulants, other environmental exposures, and Lewy pathology. Understanding the nature of the association between PD and ADHD may provide insight into the etiology and pathogenesis of both disorders. The possible contribution of stimulants to this association may have important clinical and public health implications.
Collapse
|
18
|
Onandia-Hinchado I, Pardo-Palenzuela N, Diaz-Orueta U. Cognitive characterization of adult attention deficit hyperactivity disorder by domains: a systematic review. J Neural Transm (Vienna) 2021; 128:893-937. [PMID: 33620582 DOI: 10.1007/s00702-021-02302-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 01/06/2021] [Indexed: 02/06/2023]
Abstract
Attention deficit hyperactivity disorder (ADHD) is reportedly the most frequent neurodevelopmental disorder diagnosed during childhood, and it is recognized as a common condition in adulthood. We review the evidence to help identify cognitive domains associated to deficits in adult ADHD. A systematic review with narrative synthesis was performed, assessing studies on adult ADHD, neuropsychology and research on involved cognitive domains in adults 18+ years old with an established diagnosis of ADHD, in seven electronic databases (PubMed, PsychInfo, WebOfScience, Embase, Scopus, OvidSPMedline, and Teseo), and Worldcat and OpenGrey grey literature databases. 93 studies were included for this review, encompassing findings from a total 5574 adults diagnosed only with ADHD, medication-naïve or non-medicated at the moment of the assessment and 4880 healthy controls. Adults diagnosed with ADHD may show, when compared to healthy controls, a cognitive profile characterized by deficits across all attention modalities, processing speed, executive function (mainly working memory and inhibition with emphasis on reward delay and interference control), verbal memory, reading skills, social cognition and arithmetic abilities. A cognitive characterization of adult ADHD by domains is established beyond the sole consideration of attention and executive function problems. Along with these, verbal memory, language (mainly reading), social cognition and arithmetic abilities may also contribute to a more comprehensive characterization of the cognitive profile in adult ADHD.
Collapse
Affiliation(s)
| | | | - Unai Diaz-Orueta
- Department of Psychology, Maynooth University, Room 3.11, John Hume Building, North Campus, Maynooth, Co. Kildare, Ireland.
| |
Collapse
|
19
|
Schulze M, Coghill D, Lux S, Philipsen A. Disentangling ADHD's Presentation-Related Decision-Making-A Meta-Analytic Approach on Predominant Presentations. Front Psychiatry 2021; 12:519840. [PMID: 33679462 PMCID: PMC7930744 DOI: 10.3389/fpsyt.2021.519840] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 01/06/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Deficient decision-making (DM) in attention deficit/hyperactivity disorder (ADHD) is marked by altered reward sensitivity, higher risk taking, and aberrant reinforcement learning. Previous meta-analysis aggregate findings for the ADHD combined presentation (ADHD-C) mostly, while the ADHD predominantly inattentive presentation (ADHD-I) and the predominantly hyperactive/impulsive presentation (ADHD-H) were not disentangled. The objectives of the current meta-analysis were to aggregate findings from DM for each presentation separately. Methods: A comprehensive literature search of the PubMed (Medline) and Web of Science Database took place using the keywords "ADHD," "attention-deficit/hyperactivity disorder," "decision-making," "risk-taking," "reinforcement learning," and "risky." Random-effects models based on correlational effect-sizes were conducted. Heterogeneity analysis and sensitivity/outlier analysis were performed, and publication biases were assessed with funnel-plots and the egger intercept. Results: Of 1,240 candidate articles, seven fulfilled criteria for analysis of ADHD-C (N = 193), seven for ADHD-I (N = 256), and eight for ADHD-H (N = 231). Moderate effect-size were found for ADHD-C (r = 0.34; p = 0.0001; 95% CI = [0.19, 0.49]). Small effect-sizes were found for ADHD-I (r = 0.09; p = 0.0001; 95% CI = [0.008, 0.25]) and for ADHD-H (r = 0.1; p = 0.0001; 95% CI = [-0.012, 0.32]). Heterogeneity was moderate for ADHD-H. Sensitivity analyses show robustness of the analysis, and no outliers were detected. No publication bias was evident. Conclusion: This is the first study that uses a meta-analytic approach to investigate the relationship between the different presentations of ADHD separately. These findings provide first evidence of lesser pronounced impairment in DM for ADHD-I and ADHD-I compared to ADHD-C. While the exact factors remain elusive, the current study can be considered as a starting point to reveal the relationship of ADHD presentations and DM more detailed.
Collapse
Affiliation(s)
- Marcel Schulze
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - David Coghill
- Department of Pediatrics, University of Melbourne, Melbourne, VIC, Australia.,Department of Psychiatry, University of Melbourne, Melbourne, VIC, Australia.,Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Silke Lux
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Alexandra Philipsen
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| |
Collapse
|
20
|
Federico A, Mantovani E, Casari R, Bertoldi A, Lugoboni F, Tamburin S. Adult attention-deficit/hyperactivity disorder symptoms, cognitive dysfunction and quality of life in high-dose use of benzodiazepine and Z-drug. J Neural Transm (Vienna) 2020; 128:1109-1119. [PMID: 33331955 PMCID: PMC8295124 DOI: 10.1007/s00702-020-02285-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 11/30/2020] [Indexed: 12/11/2022]
Abstract
High-dose use of benzodiazepines (BZDs) and Z-drugs was found to be associated with adult attention deficit/hyperactivity disorder (ADHD) and multidomain cognitive deficits, but the interplay between these factors and its effect on quality of life (QoL) is unclear. We explored (a) whether cognitive dysfunction differs in high-dose BZD/Z-drug users with and without adult ADHD and (b) the impact of cognitive deficits and adult ADHD on QoL in this substance-use disorder (SUD). From January 2015 to December 2019, we recruited 207 high-dose BZD/Z-drug users seeking treatment. We assessed the presence of adult ADHD with a screening tool, which was validated in SUD patients, and collected demographic, clinical and QoL data from the 76 included patients. A neuropsychological battery explored five cognitive domains. We found that: (a) screening for adult ADHD was frequently positive; (b) Short Form-36 (SF-36), a self-administered QoL questionnaire, was worse than the general population and worse in patients positive (ADHD+) vs. those negative (ADHD−) to ADHD screening tool; (c) executive function was significantly worse in ADHD+ than ADHD− patients; (d) some SF-36 dimensions were negatively influenced by executive dysfunction; (e) multivariate analysis showed an interplay between adult ADHD and cognitive dysfunction in worsening QoL. We documented a complex interplay between adult ADHD, cognitive dysfunction and QoL in high-dose BZD/Z-drug users. Assessing adult ADHD, neuropsychological measures and QoL may offer a full scenario of these patients, who are frequently impaired in everyday activities. Future research should explore whether pharmacological treatment might improve cognitive dysfunction and QoL in this SUD.
Collapse
Affiliation(s)
- Angela Federico
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Piazzale Scuro 10, 37134, Verona, Italy
| | - Elisa Mantovani
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Piazzale Scuro 10, 37134, Verona, Italy
| | - Rebecca Casari
- Addiction Medicine Unit, Department of Medicine, Verona University Hospital, Piazzale Scuro 10, Verona, Italy
| | - Anna Bertoldi
- Addiction Medicine Unit, Department of Medicine, Verona University Hospital, Piazzale Scuro 10, Verona, Italy
| | - Fabio Lugoboni
- Addiction Medicine Unit, Department of Medicine, Verona University Hospital, Piazzale Scuro 10, Verona, Italy
| | - Stefano Tamburin
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Piazzale Scuro 10, 37134, Verona, Italy.
| |
Collapse
|
21
|
Elbaum T, Braw Y, Lev A, Rassovsky Y. Attention-Deficit/Hyperactivity Disorder (ADHD): Integrating the MOXO-dCPT with an Eye Tracker Enhances Diagnostic Precision. SENSORS (BASEL, SWITZERLAND) 2020; 20:E6386. [PMID: 33182303 PMCID: PMC7664925 DOI: 10.3390/s20216386] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 10/30/2020] [Accepted: 11/02/2020] [Indexed: 11/17/2022]
Abstract
Clinical decision-making may be enhanced when combining psychophysiological sensors with computerized neuropsychological tests. The current study explored the utility of integrating an eye tracker with a commercially available continuous performance test (CPT), the MOXO-dCPT. As part of the study, the performance of adult attention-deficit/hyperactivity disorder (ADHD) patients and healthy controls (n = 43, n = 42, respectively) was compared in the integrated system. More specifically, the MOXO-dCPT has four stages, which differ in their combinations of ecological visual and auditory dynamic distractors. By exploring the participants' performance in each of the stages, we were able to show that: (a) ADHD patients spend significantly more time gazing at irrelevant areas of interest (AOIs) compared to healthy controls; (b) visual distractors are particularly effective in impacting ADHD patients' eye movements, suggesting their enhanced utility in diagnostic procedures; (c) combining gaze direction data and conventional CPT indices enhances group prediction, compared to the sole use of conventional indices. Overall, the findings indicate the utility of eye tracker-integrated CPTs and their enhanced diagnostic precision. They also suggest that the use of attention-grabbing visual distractors may be a promising path for the evolution of existing CPTs by shortening their duration and enhancing diagnostic precision.
Collapse
Affiliation(s)
- Tomer Elbaum
- Department of Industrial Engineering and Management, Ariel University, Ariel 40700, Israel;
| | - Yoram Braw
- Department of Psychology, Ariel University, Ariel 40700, Israel
| | - Astar Lev
- Department of Psychology, Bar-Ilan University, Ramat Gan 5290002, Israel; (A.L.); or (Y.R.)
| | - Yuri Rassovsky
- Department of Psychology, Bar-Ilan University, Ramat Gan 5290002, Israel; (A.L.); or (Y.R.)
- Leslie and Susan Gonda (Goldschmied) Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan 5290002, Israel
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles (UCLA), Los Angeles, CA 90095, USA
| |
Collapse
|
22
|
Baggio S, Hasler R, Deiber MP, Heller P, Buadze A, Giacomini V, Perroud N. Associations of executive and functional outcomes with full-score intellectual quotient among ADHD adults. Psychiatry Res 2020; 294:113521. [PMID: 33161177 DOI: 10.1016/j.psychres.2020.113521] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 10/17/2020] [Indexed: 12/31/2022]
Abstract
Associations between executive and functional impairment, intelligence, and attention deficit hyperactivity disorder (ADHD) have been scarcely investigated among adult populations and lead to inconsistent results. This study tested the impact of intellectual level on executive and functional impairment in a clinical sample of adults diagnosed with ADHD. Participants were recruited in a specialized center for the diagnosis and treatment of ADHD (n=66, mean age=27.9 ± 10.8). Measures included intellectual quotient (IQ, Wechsler Adult Intelligence Scale) categorized as ≤110 or >110, the continuous performance test (CPT3TM), grade retention, educational attainment, and having an activity (job or studies). Participants with a higher IQ had significantly better functional outcomes than participants with a standard IQ: higher educational attainment, lower grade retention, and often having an activity. Participants with higher IQ performed significantly better on all CPT variables assessing executive functioning. Intelligence seemed to work as a protective factor for executive and functional outcomes in a clinical population of ADHD adults and might reduce long-lasting detrimental consequences in life.
Collapse
Affiliation(s)
- Stéphanie Baggio
- Division of Prison Health, Geneva University Hospitals and University of Geneva, Geneva, Switzerland; Office of Corrections, Canton Zurich, Zurich, Switzerland.
| | - Roland Hasler
- Department of Mental Health and Psychiatry, Service of Psychiatric Specialties, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Marie-Pierre Deiber
- Department of Mental Health and Psychiatry, Service of Psychiatric Specialties, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Patrick Heller
- Division of Prison Health, Geneva University Hospitals and University of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland
| | - Anna Buadze
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Véronique Giacomini
- Department of Mental Health and Psychiatry, Service of Psychiatric Specialties, University Hospitals of Geneva, Geneva, Switzerland
| | - Nader Perroud
- Department of Mental Health and Psychiatry, Service of Psychiatric Specialties, University Hospitals of Geneva, Geneva, Switzerland; Department of Psychiatry, University of Geneva, Geneva, Switzerland; Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada
| |
Collapse
|
23
|
Stibbe T, Huang J, Paucke M, Ulke C, Strauss M. Gender differences in adult ADHD: Cognitive function assessed by the test of attentional performance. PLoS One 2020; 15:e0240810. [PMID: 33057383 PMCID: PMC7561166 DOI: 10.1371/journal.pone.0240810] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 10/05/2020] [Indexed: 12/03/2022] Open
Abstract
Introduction The aim of this study was to assess cognitive differences between male and female adults with Attention Deficit Hyperactivity Disorder (ADHD). Methods Patients with an ADHD diagnosis according to the DSM-IV guidelines were included in a cross-sectional study evaluating cognitive measures. 28 women and 41 men from ages 19 to 56 completed self-report questionnaires and performed a computer-based test of attentional performance (TAP). The TAP assesses cognitive functions highly affected in ADHD patients, including working memory, alertness and attention as well as behavioral control and response inhibition. Results There were no measurable differences in self-report scales assessing current symptomology between the sexes, however men scored higher on the scale for childhood symptoms. Performance measures for general wakefulness were comparable between men and women, while working memory and behavioral control test results differed. Females reacted significantly slower and more unstable for both the TAP Go/NoGo paradigm and working memory subtest, while also making more errors in the latter. Conclusions We found gender-specific effects regarding working memory and behavioral control in this sample of adult patients with ADHD. Further studies are warranted, examining whether these differences relate to differences in clinical presentation and comorbidity patterns between men and women.
Collapse
Affiliation(s)
- Tina Stibbe
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Saxony, Germany
| | - Jue Huang
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Saxony, Germany
| | - Madlen Paucke
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Saxony, Germany
| | - Christine Ulke
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Saxony, Germany
| | - Maria Strauss
- Department of Psychiatry and Psychotherapy, University of Leipzig, Leipzig, Saxony, Germany
| |
Collapse
|
24
|
Molavi P, Nadermohammadi M, Salvat Ghojehbeiglou H, Vicario CM, Nitsche MA, Salehinejad MA. ADHD subtype-specific cognitive correlates and association with self-esteem: a quantitative difference. BMC Psychiatry 2020; 20:502. [PMID: 33046041 PMCID: PMC7549239 DOI: 10.1186/s12888-020-02887-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 09/21/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Attention-deficit hyperactivity disorder (ADHD) is a major neurodevelopmental disorder with heterogeneous symptoms, subtypes, and cognitive deficits. Cognitive deficits are central to ADHD pathophysiology and one potential source of heterogeneity in ADHD. Subtype-specific cognitive correlates are not, however, well-studied. We explored cognitive correlates of ADHD subtypes based on the Wechsler Intelligence Scale for Children (WISC-IV) scores. We also assessed subtype-specific self-esteem rating in ADHD subtypes and explored its association with cognitive correlates. METHODS One hundred thirty-nine children with ADHD (80.6% boy, 19.4% girl) were categorized into the predominantly "hyperactive (ADHD-H)", "inattentive (ADHD-I)" and "combined (ADHD-C)" subtype based on their symptoms and scores on the Kiddie Schedule for Affective Disorders and Schizophrenia (K-SADS-PL) and Conners Parent-Rating Scale (CPRS-RS). They were then individually administrated the WISC-IV and completed a self-esteem inventory. Group differences in the WISC-IV indices and their predictability in discriminating ADHD subtypes were analyzed. RESULTS We found a quantitative differentiation of cognitive abilities among ADHD subtypes with "working memory" as the most compromised cognitive domain. ADHD-I had the poorest cognitive profile while ADHD-H scored highest in all cognitive domains. Importantly, cognitive abilities were negatively correlated with inattention and positively correlated with hyperactive symptoms. Moreover, self-esteem ratings were positively correlated with the cognitive domains and were rated differently based on the subtypes. ADHD-H, with the highest cognitive strength, reported the highest level of self-esteem among all subtypes. CONCLUSIONS ADHD subtype-specific symptoms, cognitive deficits, and self-esteem problems should be considered for precise diagnosis and effective and personalized treatment in ADHD in light of further supporting evidence and assessments. Cognitive interventions might be more compatible with and effective in inattentive and combined subtypes of ADHD. Working memory improving-based interventions can benefit all ADHD subtypes. A supportive educational system in school and providing adjunct supportive interventions should be considered for children with ADHD as well.
Collapse
Affiliation(s)
- Parviz Molavi
- grid.411426.40000 0004 0611 7226Department of Psychiatry, Fatemi Hospital, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mehriar Nadermohammadi
- Department of Psychiatry, Fatemi Hospital, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran.
| | - Habibeh Salvat Ghojehbeiglou
- grid.411426.40000 0004 0611 7226Department of Psychiatry, Fatemi Hospital, School of Medicine, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Carmelo M. Vicario
- grid.10438.3e0000 0001 2178 8421Department of Scienze Cognitive della Formazione e degli Studi Culturali, University of Messina, Messina, Italy
| | - Michael A. Nitsche
- grid.419241.b0000 0001 2285 956XDepartment of Psychology and Neurosciences, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany
| | - Mohammad Ali Salehinejad
- Department of Psychology and Neurosciences, Leibniz Research Centre for Working Environment and Human Factors, Dortmund, Germany. .,International Graduate School of Neuroscience, Ruhr-University Bochum, Bochum, Germany. .,Institute for Cognitive and Brain Sciences, Shahid Beheshti University, Tehran, Iran.
| |
Collapse
|
25
|
Yaojin LI, Wei ZHANG, Bei FU, Bingping ZHOU. Adult attention deficit hyperactivity disorder in internal and external conflicts: Evidence from Saccade task. ACTA PSYCHOLOGICA SINICA 2020. [DOI: 10.3724/sp.j.1041.2020.00777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- LI Yaojin
- School of Psychology, Central China Normal University, Key Laboratory of Human Development and Mental Health of Hubei Province, Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan 430079, China
| | - ZHANG Wei
- School of Psychology, Central China Normal University, Key Laboratory of Human Development and Mental Health of Hubei Province, Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan 430079, China
| | - FU Bei
- School of Psychology, Central China Normal University, Key Laboratory of Human Development and Mental Health of Hubei Province, Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan 430079, China
| | - ZHOU Bingping
- School of Psychology, Central China Normal University, Key Laboratory of Human Development and Mental Health of Hubei Province, Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan 430079, China
| |
Collapse
|
26
|
The Experimental Effects of Acute Exercise on Long-Term Emotional Memory. J Clin Med 2018; 7:jcm7120486. [PMID: 30486358 PMCID: PMC6306723 DOI: 10.3390/jcm7120486] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 11/23/2018] [Accepted: 11/26/2018] [Indexed: 12/02/2022] Open
Abstract
Emerging work suggests that acute, moderate-intensity aerobic exercise may help to subserve episodic memory of neutral stimuli. Less investigated, however, is whether acute exercise is associated with enhanced memory recognition of emotional stimuli, which was the purpose of this experiment. A parallel-group randomized controlled experiment was employed. Participants (mean age = 20 yr) were randomized into an exercise (n = 17) or control group (n = 17). The exercise group engaged in a 15-min bout of moderate-intensity treadmill walking. Emotional memory recognition was assessed via images from the International Affective Picture System, including assessments of varying degrees of valence and arousal. Memory recognition was assessed at 1 day, 7 days, and 14 days post-memory encoding. We observed a significant main effect for time (F(2) = 104.2, p < 0.001, η2p = 0.77) and a significant main effect for valence–arousal classification (F(4) = 21.39, p < 0.001, η2p = 0.40), but there was no significant time by group interaction (F(2) = 1.09, p = 0.34, η2p = 0.03), classification by group interaction (F(4) = 0.12, p = 0.97, η2p = 0.01), time by classification interaction (F(8) = 1.78, p = 0.08, η2p = 0.05), or time by classification by group interaction (F(8) = 0.78, p = 0.62, η2p = 0.02). In conclusion, emotional memory recognition decreased over the 14-day follow-up period and this rate of memory decay was not altered by acute moderate-intensity exercise engagement. We discuss these findings in the context of exercise intensity and the temporal effects of exercise.
Collapse
|